ResNet-10

ResNet-18

ResNet-34

Conv_first

7 × 7,64, stride 2

Max_pooling

7 × 7, stride 2

Block-1

$\left[\begin{array}{c}3\times 3,64\\ 3\times 3,64\end{array}\right]\times 2$

$\left[\begin{array}{c}3\times 3,64\\ 3\times 3,64\end{array}\right]\times 2$

$\left[\begin{array}{c}3\times 3,64\\ 3\times 3,64\end{array}\right]\times 3$

Block-2

$\left[\begin{array}{c}3\times 3,128\\ 3\times 3,128\end{array}\right]\times 2$

$\left[\begin{array}{c}3\times 3,128\\ 3\times 3,128\end{array}\right]\times 2$

$\left[\begin{array}{c}3\times 3,128\\ 3\times 3,128\end{array}\right]\times 4$

Block-3

/

$\left[\begin{array}{c}3\times 3,256\\ 3\times 3,256\end{array}\right]\times 2$

$\left[\begin{array}{c}3\times 3,256\\ 3\times 3,256\end{array}\right]\times 6$

Block-4

/

$\left[\begin{array}{c}3\times 3,512\\ 3\times 3,512\end{array}\right]\times 2$

$\left[\begin{array}{c}3\times 3,512\\ 3\times 3,512\end{array}\right]\times 3$

Average pool, fully connected, softmax